After fitting a topic model to 40,927 COVID-19-related paragraphs in 3,581 earnings calls over the period January 22 to April 30, 2020, we obtain firm-level measures of exposure and response related to COVID-19 for 2,894 U.S. firms. We show that despite the large negative impact of COVID-19 on their...
Keywords:
corporate culture, COVID-19, Pandemic, demand, supply chain, employees, community, digital transformation, new product development, Human capital, machine learning, topic modeling, correlated topic model